The Witness Stand

Agents generate impressive reports. Classical testing taught me to cross-examine every one of them. When a coverage pipeline fabricated 95% on a file with zero tests, the oracle problem became personal. Consistency oracles, SHA-256 witness chains, deterministic YAML pipelines, CUSUM drift detection, and the classical testing infrastructure that agent trust actually needs.